Balanced-Sampling-Based Heterogeneous SVR Ensemble for Business Demand Forecasting.
Yue LiuWang WeiKang WangZhenjiang LiaoJunjun GaoPublished in: ICIC (1) (2011)
Keyphrases
- demand forecasting
- support vector regression
- forecasting accuracy
- historical data
- supply chain
- real world
- ensemble methods
- exponential smoothing
- hybrid model
- business models
- training data
- data mining
- neural network
- regression model
- support vector
- random forests
- support vector machine
- training set
- knowledge management
- pattern recognition
- random forest
- decision making
- power plant
- water resources
- learning algorithm